Package: lmerTest 3.1-3

lmerTest: Tests in Linear Mixed Effects Models

Provides p-values in type I, II or III anova and summary tables for lmer model fits (cf. lme4) via Satterthwaite's degrees of freedom method. A Kenward-Roger method is also available via the pbkrtest package. Model selection methods include step, drop1 and anova-like tables for random effects (ranova). Methods for Least-Square means (LS-means) and tests of linear contrasts of fixed effects are also available.

Authors:Alexandra Kuznetsova [aut], Per Bruun Brockhoff [aut, ths], Rune Haubo Bojesen Christensen [aut, cre], Sofie Pødenphant Jensen [ctb]

lmerTest_3.1-3.tar.gz
lmerTest_3.1-3.zip(r-4.5)lmerTest_3.1-3.zip(r-4.4)lmerTest_3.1-3.zip(r-4.3)
lmerTest_3.1-3.tgz(r-4.4-any)lmerTest_3.1-3.tgz(r-4.3-any)
lmerTest_3.1-3.tar.gz(r-4.5-noble)lmerTest_3.1-3.tar.gz(r-4.4-noble)
lmerTest_3.1-3.tgz(r-4.4-emscripten)lmerTest_3.1-3.tgz(r-4.3-emscripten)
lmerTest.pdf |lmerTest.html✨
lmerTest/json (API)
NEWS

# Install 'lmerTest' in R:
install.packages('lmerTest', repos = c('https://runehaubo.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/runehaubo/lmertestr/issues

Datasets:
  • TVbo - Sensory Assesment of B&O TVs
  • carrots - Consumer Preference Mapping of Carrots
  • ham - Conjoint Study of Dry Cured Ham

On CRAN:

12.98 score 50 stars 86 packages 12k scripts 59k downloads 1.9k mentions 14 exports 35 dependencies

Last updated 4 years agofrom:35dc588520. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 23 2024
R-4.5-winOKNov 23 2024
R-4.5-linuxOKNov 23 2024
R-4.4-winOKNov 23 2024
R-4.4-macOKNov 23 2024
R-4.3-winOKNov 23 2024
R-4.3-macOKNov 23 2024

Exports:as_lmerModLmerTestcalcSatterthcontestcontest1DcontestMDdifflsmeansget_modellmerls_meanslsmeansLTrandranovashow_testsstep

Dependencies:bootclicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclelme4magrittrMASSMatrixmgcvminqamunsellnlmenloptrnumDerivpillarpkgconfigR6RColorBrewerRcppRcppEigenrlangscalestibbleutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
lmerTest: Tests in Linear Mixed Effects ModelslmerTest-package lmerTest
ANOVA Tables for Linear Mixed Modelsanova.lmerModLmerTest
Coerce lmerMod Objects to lmerModLmerTestas_lmerModLmerTest
Consumer Preference Mapping of Carrotscarrots
Test of Contrastscontest.lmerMod contest.lmerModLmerTest
Contrast Tests in 1Dcontest1D.lmerMod contest1D.lmerModLmerTest
Multiple Degrees-of-Freedom Contrast TestscalcSatterth contestMD.lmerMod contestMD.lmerModLmerTest
Drop Marginal Terms from Modeldrop1.lmerModLmerTest
Conjoint Study of Dry Cured Hamham
Fit Linear Mixed-Effects Modelslmer
Represent Linear Mixed-Effects ModelslmerModLmerTest lmerModLmerTest-class
LS-means for lmerTest Model Fitsdifflsmeans.lmerModLmerTest lsmeansLT.lmerModLmerTest ls_means.lmerModLmerTest
ANOVA-Like Table for Random-Effectsrand ranova
Show Hypothesis Tests in ANOVA Tablesshow_tests.anova
Show LS-means Hypothesis Tests and Contrastsshow_tests.ls_means
Backward Elimination for Linear Mixed Modelsget_model.step_list step.lmerModLmerTest
Summary Method for Linear Mixed Modelssummary.lmerModLmerTest
Sensory Assesment of B&O TVsTVbo